OpenCodePapers

table-based-fact-verification-on-sem-tab-facts

Table-based Fact Verification
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PaperCodeMicro F1 (Subtask A)ModelNameReleaseDate
A Multi-Agent Approach for Claim Verification from Tabular Data Documents90.0MACE (Qwen-235B, Pm+Em)2026-04-19
A Multi-Agent Approach for Claim Verification from Tabular Data Documents89.0MACE (Qwen-72B, Pm+Em+Vm')2026-04-19
A Multi-Agent Approach for Claim Verification from Tabular Data Documents86.0MACE (LLaMA-8B, Pm+Em+Vm')2026-04-19
King001 (SemEval-2021 Task 9 official leaderboard, best participant system, subtask A)84.48King0012021-06-01
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training✓ Link84.10PASTA2022-11-05
THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation83.76THiFly_Queens2021-06-01
A Multi-Agent Approach for Claim Verification from Tabular Data Documents74.0MACE (Mistral-7B, Pm+Em+Vm')2026-04-19
BreakingBERT@IITK at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables69.3BreakingBERT@IITK (CellBERT)2021-06-01
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training68.03TAPAS2021-06-01
Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning67.34Volta2021-06-01
AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding65.59AttesTable2021-06-01
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